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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,427 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,427 works in the cohort · of 4,299,418page 29 of 49

Labels cover 37 of 2,427 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,427 of 2,427 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Thank You to Our 2024 Reviewers
Taylor Schildgen, Margaret Rusmore, Federico Rossetti, Laurent Jolivet, Djordje Grujić
2025· article· en· Tectonics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Reflections on my Foray into the Battle of Open Access
Brianna Calomino
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Computer Science
machine prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
FAIR Header Reference genome: A TRUSTworthy standard
Adam Wright, Mark D. Wilkinson, Chris Mungall, Scott Cain, Stephen Richards, Paul W. Sternberg +7 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
machine prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
Printable Table of Contents: InformingSciJ, Volume 20, 2017
Raafat George Saadé
2017· article· en· Informing Science The International Journal of an Emerging Transdiscipline· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Editorial
Martina Dragija Ivanović, Sanjica Faletar Tanacković
2017· editorial· en· Libellarium journal for research in the field of information and related sciences· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
National Diamond Open Access funding models
Sami Syrjämäki, Jessica A. Clark, Jeroen Sondervan, Per Pippin Aspaas
2025· article· en· Open Science Talk· Computer Science
machine prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · none
0
citations
venueno affunlabeled
Correction: Toward a Domain-Overarching Metadata Schema for Making Health Research Studies FAIR (Findable, Accessible, Interoperable, and Reusable): Development of the NFDI4Health Metadata Schema
Haitham Abaza, Aliaksandra Shutsko, Sophie Anne Inès Klopfenstein, Carina Nina Vorisek, Carsten Oliver Schmidt, Claudia Brünings-Kuppe +24 more
2025· erratum· en· JMIR Medical Informatics· Computer Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
0
citations
affunlabeled
The Library Big Data Research
Shaochun Xu, Wencai Du, Chunning Wang, Dapeng Liu
2018· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
CRKN interested in SCOAP3
Peter Suber
2009· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
On Time and Timing in Scholarly Communication
Vincent Larivière
2016· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Online Resources for Scholarly Journal Publishing
Larissa Wodtke
2018· article· en· Scholarly and Research Communication· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Conclusions and outlook
D. Aguado, J. Alferes, Adrienne Menniti, Queralt Plana, M.V. Ruano, Ola Samuelsson +2 more
2024· book-chapter· en· IWA Publishing eBooks· Computer Science
machine prediction:candidate · metaresearchconsensus · none
0
citations
affunlabeled
Inledning
D. Aguado, J. Alferes, Queralt Plana, M.V. Ruano, Ola Samuelsson, Kris Villez
2025· book-chapter· sv· IWA Publishing eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
President's Page
Nadia Caidi
2016· article· en· Bulletin of the Association for Information Science and Technology· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The SSH Open Marketplace and CLARIN
Alexander K ̈onig, Laure Barbot, Cristina Grisot, Michael Kurzmeier, Edward J. Gray
2024· article· en· Linköping electronic conference proceedings· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affgpt · metaresearch+scholarly_communication+open_sciencegrok · metaresearch+metaepi_broad+open_science+scholarly_communication+research_integrityopus · metaresearch+open_sciencemodels split
Data sharing statements for clinical trials: a cross-sectional survey of cardiology journals
Yingxin Liu, Jingyi Zhang, Xuerui Bai, Guowei Li
2025· article· en· BMJ Open· Computer Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
0
citations
affunlabeled
Kincentricity: Rethinking Data Literacy
2025· article· en· Journal of the Association for Information Systems· Computer Science
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Editorial
Thomas D. Wilson
2022· article· en· Information Research an international electronic journal· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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